LM1B small baseline step 5000: checkpoint and evaluation

lm1b-ncp-small-released12-c60-0125-v1/checkpoint-iter-5000.pt

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lm1b-ncp-small-released12-c60-0125-v1/ema-iter-5000.pt

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lm1b-ncp-small-released12-c60-0125-v1/evaluation/step-5000/ema/summary.json

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+{
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+  "weights": "ema",
+  "samples_per_seed": 256,
+  "seeds": [
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+    2024
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+  "clean_text_gen_ppl_mean": 1232.8203970054544,
+  "bert_entropy_mean": 4.112354944665594,
+  "protocol": {
+    "name": "flm-lm1b-128",
+    "flm_source_commit": "a1918d5164e5038e37d0b7a4fb2010ce75b863b3",
+    "reference_model": "openai-community/gpt2-large",
+    "reference_revision": "32b71b12589c2f8d625668d2335a01cac3249519",
+    "reference_dtype": "float32",
+    "generation_dtype": "float32",
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+    "provided_levels": 0,
+    "temperature": 1.0,
+    "top_k": 0,
+    "top_p": 1.0,
+    "decode": "literal BERT special tokens, cleanup disabled, no EOS stopping",
+    "reference_max_length": 128,
+    "reference_bos": false,
+    "reference_eos": "first EOS padding token included, matching FLM",
+    "aggregation": "exp(sum NLL / sum scored tokens)",
+    "clean_text_diagnostic": "special IDs removed, no GPT-2 EOS included, score full decoded text"
+  }
+}

lm1b-ncp-small-released12-c60-0125-v1/evaluation/step-5000/raw/summary.json

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+{
+  "step": 5000,
+  "weights": "raw",
+  "samples_per_seed": 256,
+  "seeds": [
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+  "gen_ppl_se": 1.056757744844997,
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+  "clean_text_gen_ppl_mean": 333.81882086152143,
+  "bert_entropy_mean": 4.191888892460467,
+  "protocol": {
+    "name": "flm-lm1b-128",
+    "flm_source_commit": "a1918d5164e5038e37d0b7a4fb2010ce75b863b3",
+    "reference_model": "openai-community/gpt2-large",
+    "reference_revision": "32b71b12589c2f8d625668d2335a01cac3249519",
+    "reference_dtype": "float32",
+    "generation_dtype": "float32",
+    "tf32": false,
+    "provided_levels": 0,
+    "temperature": 1.0,
+    "top_k": 0,
+    "top_p": 1.0,
+    "decode": "literal BERT special tokens, cleanup disabled, no EOS stopping",
+    "reference_max_length": 128,
+    "reference_bos": false,
+    "reference_eos": "first EOS padding token included, matching FLM",
+    "aggregation": "exp(sum NLL / sum scored tokens)",
+    "clean_text_diagnostic": "special IDs removed, no GPT-2 EOS included, score full decoded text"
+  }
+}